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breach watch Help Net Security July 09, 2026

Your coding agent says no in chat and yes in the code

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Millions of developers share their keyboard with GitHub Copilot. Inside Visual Studio Code, it opens their files, writes and edits code, runs scripts, and reworks its own output across many turns. The safety testing that vets these agents still runs on chatbot rules: one harmful prompt, one response, graded alone.

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